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Alexandre Bouchard-Côté
Full Professor, Statistics, University of British Columbia
Joined
February 2017
Names
Alexandre Bouchard-Côté
(Preferred)
,
Alexandre Bouchard-Cote
,
Alexandre Bouchard
Emails
****@stat.ubc.ca
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Full Professor
Statistics,
University of British Columbia
(ubc.ca)
2010
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Michael I. Jordan
2005
–
2010
PhD Advisor
Dan Klein
2005
–
2010
Expertise
Monte Carlo Methods
2005
–
Present
Publications
Reproducible sampling from intractable distributions with Pigeons.jl
Miguel Biron-Lattes
,
Nikola Surjanovic
,
Paul Tiede
,
Saifuddin Syed
,
Trevor Campbell
,
Alexandre Bouchard-Côté
CODEML@ICML25
Readers:
Everyone
Variational phylogenetic inference with products over bipartitions
Evan Sidrow
,
Alexandre Bouchard-Côté
,
Lloyd T. Elliott
CoRR 2025
Readers:
Everyone
Variational Phylogenetic Inference with Products over Bipartitions
Evan Sidrow
,
Alexandre Bouchard-Cote
,
Lloyd T Elliott
ICML 2025 poster
Readers:
Everyone
AutoStep: Locally adaptive involutive MCMC
Tiange Liu
,
Nikola Surjanovic
,
Miguel Biron-Lattes
,
Alexandre Bouchard-Cote
,
Trevor Campbell
ICML 2025 poster
Readers:
Everyone
Variance-Reduced Stochastic Optimization for Efficient Inference of Hidden Markov Models
Evan Sidrow
,
Nancy Heckman
,
Alexandre Bouchard-Côté
,
Sarah M. E. Fortune
,
Andrew W. Trites
,
Marie Auger-Méthé
J. Comput. Graph. Stat. 2025
Readers:
Everyone
Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?
Son Luu
,
Zuheng Xu
,
Nikola Surjanovic
,
Miguel Biron-Lattes
,
Trevor Campbell
,
Alexandre Bouchard-Cote
AISTATS 2025 Poster
Readers:
Everyone
MCMC-driven learning
Alexandre Bouchard-Cote
,
Trevor Campbell
,
Geoff Pleiss
,
Nikola Surjanovic
OpenReview Archive Direct Upload
Readers:
Everyone
autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm
Miguel Biron-Lattes
,
Nikola Surjanovic
,
Saifuddin Syed
,
Trevor Campbell
,
Alexandre Bouchard-Cote
OpenReview Archive Direct Upload
Readers:
Everyone
autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm
Miguel Biron-Lattes
,
Nikola Surjanovic
,
Saifuddin Syed
,
Trevor Campbell
,
Alexandre Bouchard-Côté
AISTATS 2024
Readers:
Everyone
MCMC-driven learning
Alexandre Bouchard-Côté
,
Trevor Campbell
,
Geoff Pleiss
,
Nikola Surjanovic
CoRR 2024
Readers:
Everyone
View all 56 publications
Co-Authors
Adi Steif
Allen W Zhang
Andrew J Mungall
Andrew McPherson
Andrew P. Weng
Andrew Roth
Andrew W. Trites
Anita K. Gandhi
Anne Condon
Ardavan Saeedi
Arnaud Doucet
Beixi Wang
Benjamin Taskar
Bobak Shahriari
Bonnie Kirkpatrick
Brian Yu Chieh Cheng
Chris Huang
Ciara H O’Flanagan
Dan Klein
Daniel Lai
David Gee
David Hall
Davor Cubranic
Diljot Grewal
Doina Precup
View all 102 co-authors